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Opinion Analysis in Interactions

From Data Mining to Human-Agent Interaction

By: Chloe Clavel

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Opinion Analysis in Interactions

From Data Mining to Human-Agent Interaction

By: Chloe Clavel

As time goes on, big companies such as Amazon, Microsoft, Google and Apple become increasingly interested in virtual assistants. The interest and development of social robots has put research into affective and social computing at the forefront of the scene. The aim of Opinion Analysis in Interactions is to present methods based on artificial intelligence through a combination of machine learning models and symbolic approaches. Also discussed are natural language processing and affective computing, via the analysis and generation of socio-emotional signals. The book explores the analysis of opinions in human–human interaction and tackles the less-explored (yet crucial) challenges related to the analysis methods of user opinions within the context of human–agent interaction. It also illustrates the implementation of strategies for selecting and generating agent utterances in response to user opinions, and opens up perspectives on the agent’s multimodal generation of utterances that hold attitudes.

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Page Count

168

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119649382

ISBN 13

9781119649380

Opinion Analysis in Interactions

From Data Mining to Human-Agent Interaction

By: Chloe Clavel

Write a review Read reviews Take a Quiz Solve Book Puzzle

Opinion Analysis in Interactions

From Data Mining to Human-Agent Interaction

By: Chloe Clavel

As time goes on, big companies such as Amazon, Microsoft, Google and Apple become increasingly interested in virtual assistants. The interest and development of social robots has put research into affective and social computing at the forefront of the scene. The aim of Opinion Analysis in Interactions is to present methods based on artificial intelligence through a combination of machine learning models and symbolic approaches. Also discussed are natural language processing and affective computing, via the analysis and generation of socio-emotional signals. The book explores the analysis of opinions in human–human interaction and tackles the less-explored (yet crucial) challenges related to the analysis methods of user opinions within the context of human–agent interaction. It also illustrates the implementation of strategies for selecting and generating agent utterances in response to user opinions, and opens up perspectives on the agent’s multimodal generation of utterances that hold attitudes.

Average ratings

N/A

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0%

4

0%

3

0%

2

0%

1

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Age

Page Count

162

Publisher

John Wiley & Sons

Published Date

ISBN 10

1786304198

ISBN 13

9781786304193